2025
Sungwoo Kim, Yongjin Lee, Yunsick Sung, "Enhancing Safety of Vision-Language Reasoning through Model-to-Model Deliberation" Complex & Intelligent Systems with Applications, in Press. (SCIE, Q1)
Shuyu Li, Yunsick Sung, "Type-based Mixture of Experts and Semi-Supervised Multi-task Pre-training for Symbolic Music," Expert Systems with Applications, Vol. 292, in Press. (SCIE, Q1)
Seonpyo Kim ,Geonhui Kim ,Shoki Yagishita ,Daewoon Han , Jeonghyeon Im, Yunsick Sung, "Enhancing Diffusion-Based Music Generation Performance with LoRA", Applied Sciences Vol. 15, Issue 15, 2025. (SCIE, Q1, Undergraduate Students)
Hohyeon Shin, Jeonghyeon Im, Yunsick Sung, "Enhancing MusicGen with Prompt Tuning", Applied Sciences Vol. 15, Issue 15, 2025. (SCIE, Q1, Undergraduate Students)
Donghyeon Kim, Minki Park, Jungsun Lee, Inho Lee, Jeonghyeon Jin, Yunsick Sung, "Enhanced Semantic Retrieval with Structured Prompt and Dimensionality Reduction for Big Data", Mathematics Vol. 13, Issue 15, 2025. (SCIE, Q1, Undergraduate Students)
Yein Choi, Sungwoo Kim, Yipene Cedric Francois Bassole, Yunsick Sung, "Enhanced Retrieval-Augmented Generation Using Low-Rank Adaptation", Applied Sciences Vol. 15, Issue 8, 2025. (SCIE, Q1, Undergraduate Students)
Minjun Cho, Sungwoo Kim, Dooho Choi, Yunsick Sung , "Enhanced BLIP-2 Optimization Using LoRA for Generating Dashcam Captions", Applied Sciences, Vol. 15, Issue 7, 2025. (SCIE, Q1, Undergraduate Students)
2024
Dooho Choi, Jeonghyeon Im, Yunsick Sung, “LoRA Fusion: Enhancing Image Generation,” Mathematics, Vol. 12, No. 22, Issues 3474, 2024. (SCIE, Q1)
2023
Jigang Wang, Shuyu Li, Yunsick Sung, "Deformer: Denoising Transformer for Improved Audio Music Genre Classification," Applied Sciences, Vol. 13, Issues 23, 2023. (SCIE)
Yoojin Park, Yunsick Sung, "Imitation Learning through Image Augmentation Using Enhanced Swin Transformer Model in Remote Sensing", Remote Sensing, Vol. 15, Issue 17, 2023. (SCIE, Q1)
Dohyun Kyoung, Yunsick Sung, "Transformer Decoder-Based Enhanced Exploration Method to Alleviate Initial Exploration Problems in Reinforcement Learning," Sensors, Vol.23, Issue 17, 5 August 2023 (SCIE, Q1)
Yihang Zhang, Yunsick Sung, "Traffic Accident Detection Using Background Subtraction and CNN Encoder-Transformer Decoder in Video Frames", Mathematics, Vol.11, Issue 13, 27 June 2023(SCIE, Q1)